Department of Horticulture, University of Georgia, 1111 Miller Plant Sciences Building, 120 Carlton Street, Athens, GA, 30602, USA.
Center for Applied Genetic Technologies, University of Georgia, 111 Riverbend Road, Athens, GA, 30602, USA.
BMC Genomics. 2022 Oct 29;23(1):733. doi: 10.1186/s12864-022-08935-5.
Blueberries (Vaccinium sp.) are native to North America and breeding efforts to improve blueberry fruit quality are focused on improving traits such as increased firmness, enhanced flavor and greater shelf-life. Such efforts require additional genomic resources, especially in southern highbush and rabbiteye blueberries.
We generated the first full-length fruit transcriptome for the southern highbush and rabbiteye blueberry using the cultivars, Suziblue and Powderblue, respectively. The transcriptome was generated using the Pacific Biosciences single-molecule long-read isoform sequencing platform with cDNA pooled from seven stages during fruit development and postharvest storage. Raw reads were processed through the Isoseq pipeline and full-length transcripts were mapped to the 'Draper' genome with unmapped reads collapsed using Cogent. Finally, we identified 16,299 and 15,882 non-redundant transcripts in 'Suziblue' and 'Powderblue' respectively by combining the reads mapped to Northern Highbush blueberry 'Draper' genome and Cogent analysis. In both cultivars, > 80% of sequences were longer than 1,000 nt, with the median transcript length around 1,700 nt. Functionally annotated transcripts using Blast2GO were > 92% in both 'Suziblue' and 'Powderblue' with overall equal distribution of gene ontology (GO) terms in the two cultivars. Analyses of alternative splicing events indicated that around 40% non-redundant sequences exhibited more than one isoform. Additionally, long non-coding RNAs were predicted to represent 5.6% and 7% of the transcriptomes in 'Suziblue' and 'Powderblue', respectively. Fruit ripening is regulated by several hormone-related genes and transcription factors. Among transcripts associated with phytohormone metabolism/signaling, the highest number of transcripts were related to abscisic acid (ABA) and auxin metabolism followed by those for brassinosteroid, jasmonic acid and ethylene metabolism. Among transcription factor-associated transcripts, those belonging to ripening-related APETALA2/ethylene-responsive element-binding factor (AP2/ERF), NAC (NAM, ATAF1/2 and CUC2), leucine zipper (HB-zip), basic helix-loop-helix (bHLH), MYB (v-MYB, discovered in avian myeloblastosis virus genome) and MADS-Box gene families, were abundant. Further we measured three fruit ripening quality traits and indicators [ABA, and anthocyanin concentration, and texture] during fruit development and ripening. ABA concentration increased during the initial stages of fruit ripening and then declined at the Ripe stage, whereas anthocyanin content increased during the final stages of fruit ripening in both cultivars. Fruit firmness declined during ripening in 'Powderblue'. Genes associated with the above parameters were identified using the full-length transcriptome. Transcript abundance patterns of these genes were consistent with changes in the fruit ripening and quality-related characteristics.
A full-length, well-annotated fruit transcriptome was generated for two blueberry species commonly cultivated in the southeastern United States. The robustness of the transcriptome was verified by the identification and expression analyses of multiple fruit ripening and quality-regulating genes. The full-length transcriptome is a valuable addition to the blueberry genomic resources and will aid in further improving the annotation. It will also provide a useful resource for the investigation of molecular aspects of ripening and postharvest processes.
蓝莓原产于北美洲,其育种工作旨在改善蓝莓果实的品质,重点是提高果实的硬度、改善风味和延长货架期。这些努力需要更多的基因组资源,特别是在南方高丛蓝莓和兔眼蓝莓中。
我们分别使用南方高丛蓝莓品种 Suziblue 和兔眼蓝莓品种 Powderblue 生成了第一个完整的蓝莓果实转录组。该转录组使用 Pacific Biosciences 单分子长读 isoform 测序平台生成,使用 cDNA 从果实发育和采后贮藏的七个阶段中混合。原始读数通过 Isoseq 管道进行处理,全长转录物通过 Cogent 映射到“Draper”基因组,并使用 Cogent 合并未映射的读数。最后,我们通过将映射到北方高丛蓝莓“Draper”基因组的读数和 Cogent 分析相结合,在“ Suziblue”和“ Powderblue”中分别鉴定出 16299 和 15882 个非冗余转录本。在两个品种中,超过 80%的序列长度超过 1000nt,平均转录物长度约为 1700nt。使用 Blast2GO 进行功能注释的转录本在“ Suziblue”和“ Powderblue”中的比例均超过 92%,两个品种的基因本体(GO)术语分布基本一致。对可变剪接事件的分析表明,大约 40%的非冗余序列表现出一种以上的同工型。此外,长非编码 RNA 分别预测占“ Suziblue”和“ Powderblue”转录组的 5.6%和 7%。果实成熟受几种激素相关基因和转录因子的调节。在与植物激素代谢/信号相关的转录本中,与脱落酸(ABA)和生长素代谢相关的转录本数量最多,其次是与油菜素内酯、茉莉酸和乙烯代谢相关的转录本。在与转录因子相关的转录本中,属于成熟相关 APETALA2/乙烯响应元件结合因子(AP2/ERF)、NAM、ATAF1/2 和 CUC2(NAC)、亮氨酸拉链(HB-zip)、碱性螺旋-环-螺旋(bHLH)、MYB(在禽髓细胞瘤病毒基因组中发现的 v-MYB)和 MADS 盒基因家族的转录本丰富。进一步测量了三个果实成熟品质性状和指标[ABA、花青素浓度和质地]在果实发育和成熟过程中的变化。ABA 浓度在果实成熟初期增加,然后在成熟阶段下降,而花青素含量在两个品种的果实成熟后期增加。“Powderblue”果实的硬度在成熟过程中下降。使用全长转录组鉴定了与上述参数相关的基因。这些基因的转录物丰度模式与果实成熟和与质量相关的特征的变化一致。
为美国东南部常见的两个蓝莓物种生成了一个全长、注释良好的果实转录组。通过鉴定和表达分析多个果实成熟和品质调节基因,验证了转录组的稳健性。全长转录组是蓝莓基因组资源的宝贵补充,将有助于进一步提高注释水平。它还将为研究成熟和采后过程的分子方面提供有用的资源。